Publications
AI-driven Simulation and Design Lab
Name*: Contributed equally
Name: Corresponding author
Harnessing circular hole arrays to reduce the thermal deformation of sandwich composite panels
Hui Sik Kim, Sang Hoon Yoon, Jun Sub Bae, and Do-Nyun Kim
submitted, (2025)
Density-based topology optimization using a deformable mesh
Kyusoon Jung and Do-Nyun Kim
Deep learning-based contour extraction for lithography patterns with minimal manual labeling
Tae-Yeon Kim, Yun Hyoung Nam, Jaehoon Kim, Jinho Lee, and Do-Nyun Kim
An adaptive procedure for the analysis of transient wave propagation using interpolation covers
Jeehwan Lee, Giseok Yun, and Do-Nyun Kim
A computational framework for investigating the mechanical stresses on breast implants under dynamic loading conditions
Seungkwan Lee, Ju Yeon Park, Sinwoo Park, Jungju Kim, Il-Seok Jang, Ju-Dong Song, and Do-Nyun Kim
in revision, (2025)
Maintenance decision-making model for gas turbine engine component considering the inspection threshold and partial repair
Hongseok Kim, Do-Nyun Kim, and Dooyoul Lee
Membrane-targeted DNA frameworks with biodegradability recover cellular function and morphology from frozen cells
*Yedam Lee, *Woo Hyuk Jung, *Kyounghwa Jeon, Eui Bum Choi, Taeyoung Ryu, Chanseok Lee, Do-Nyun Kim, and Dong June Ahn
Interpolation Mesh-Graph Net using disconnected spatial graphs of higher order element based meshes
Jozsef Adam Sebestyen and Do-Nyun Kim
Accelerating continuum-based protein dynamics simulation using three-dimensional mixed overlapping element
Giseok Yun and Do-Nyun Kim
Computers in Biology and Medicine, 190: 110114, (2025)
Rapid estimation of residual stress in composite laminates using a deep operator network
Seung-Woo Lee, Teubes Christiaan Smit, Kyusoon Jung, Robert Grant Reid, and Do-Nyun Kim
Composites Part B: Engineering, 299: 112409, (2025)
Elasticity of swollen and folded polyacrylamide hydrogel using MARTINI coarse-grained model
Seunghyok Rho, Heeyuen Koh, Ji Woong Yu, Hye Been Koo, Sebin Kim, Je-Yeon Jung, EunYeong Jung, Chongyong Nam, Jae Young Lee, Kyounghwa Jeon, Jae-Byum Chang, Do-Nyun Kim, and Won Bo Lee
ACS Applied Materials & Interfaces, 17: 5340-5351, (2025)
Nested surrogate model for discrete parameter optimization of structural reliability analysis
Hongseok Kim, Dooyoul Lee, and Do-Nyun Kim
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, published online, (2025)
A DNA origami pivot hinge driven by DNA intercalators
Taehwi Kim, Seo Hyun Kwon, and Do-Nyun Kim
ACS Nano, 19: 470-478, (2025)
Acoustic deep brain modulation: enhancing neuronal activation and neurogenesis
Hwichan Ham, Kyu-Sik Kim, Jee-Hwan Lee, Do-Nyun Kim, Hyung-Jin Choi, and Jack J. Yoh
Brain Stimulation, 17: 1060-1075, (2024)
Two-step sub-modeling framework for thermomechanical fatigue analysis of solder joints in DRAM module
Hyun Suk Lee, Giseok Yun, Ju-Hwan Song, and Do-Nyun Kim
Microelectronics Reliability, 160: 115469, (2024)
